Search results for "conformal"

Hits ?▲	Authors	Title	Venue	Year	Link
13	Chen Wu, Hangming Huang, Yongfang Liu, Lingchao Chen, Shuangquan Yu, Michael A. J. Moser, Wen-Jun Zhang 0001, Zheng Fang 0006, Bing Zhang 0014	Optimal design of aperiodic tri-slot antennas for the conformal ablation of liver tumors using an experimentally validated MWA computer model.	Comput. Methods Programs Biomed.	2023	DBLP DOI BibTeX RDF
13	Haocheng Lei, Anthony Bellotti	Reliable prediction intervals with directly optimized inductive conformal regression for deep learning.	Neural Networks	2023	DBLP DOI BibTeX RDF
13	Harri Hakula, Mohamed M. S. Nasser, Matti Vuorinen	Conformal capacity and polycircular domains.	J. Comput. Appl. Math.	2023	DBLP DOI BibTeX RDF
13	Yuan-Ping Luh, Chien-Chuan Chin, Hong-Wai Iao	Automatic design of conformal cooling channels with an asymmetric centre.	Int. J. Comput. Appl. Technol.	2023	DBLP DOI BibTeX RDF
13	Mo Li, Qing Fang, Zheng Zhang, Ligang Liu, Xiao-Ming Fu 0001	Efficient Cone Singularity Construction for Conformal Parameterizations.	ACM Trans. Graph.	2023	DBLP DOI BibTeX RDF
13	Jia-Wei Lin, Tiexiang Li, Wen-Wei Lin, Tsung-Ming Huang	Ellipsoidal conformal and area-/volume-preserving parameterizations and associated optimal mass transportations.	Adv. Comput. Math.	2023	DBLP DOI BibTeX RDF
13	Mahmoud Shoush, Marlon Dumas	Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes.	PMAI@IJCAI	2023	DBLP BibTeX RDF
13	Hichem Guerboukha, Rabi Shrestha, Joshua Neronha, Zhaoji Fang, Daniel M. Mittleman	Conformal Leaky-Wave Antennas for Terahertz Networks.	ICTON	2023	DBLP DOI BibTeX RDF
13	Ishan D. Khurjekar, Peter Gerstoft	DOA Uncertainty Quantification With Conformal Prediction.	MLSP	2023	DBLP DOI BibTeX RDF
13	Kirstie M. Queener, Parvez Ahmmed, Mauro Victorio, Jack Twiddy, Ashley Dehn, Alec Brewer, Edgar J. Lobaton, Alper Bozkurt, Vladimir A. Pozdin, Michael Daniele	Conformal Micropatterned Organic-Metal Electrodes for Physiological Recording.	SENSORS	2023	DBLP DOI BibTeX RDF
13	Lisa Jöckel, Michael Kläs, Janek Groß, Pascal Gerber	Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?	SAFECOMP Workshops	2023	DBLP DOI BibTeX RDF
13	Harris Papadopoulos, Khuong An Nguyen, Henrik Boström, Lars Carlsson (eds.)	Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus.	COPA	2023	DBLP BibTeX RDF
13	Yunpeng Xu, Wenge Guo, Zhi Wei 0001	Conformal Risk Control for Ordinal Classification.	UAI	2023	DBLP BibTeX RDF
13	Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan 0006, Jana Doppa, Brian Jones	Probabilistically robust conformal prediction.	UAI	2023	DBLP BibTeX RDF
13	Francesca Cairoli, Nicola Paoletti, Luca Bortolussi	Conformal Quantitative Predictive Monitoring of STL Requirements for Stochastic Processes.	HSCC	2023	DBLP DOI BibTeX RDF
13	Wanpeng Huang, Jinyang He, Ziyang Cheng, Zishu He	Two-Step Adaptive Anti-Mainlobe-Jamming Processing for Polarimetric Conformal Arrays.	ICASSP Workshops	2023	DBLP DOI BibTeX RDF
13	Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai Shitz	Calibrating AI Models for Few-Shot Demodulation VIA Conformal Prediction.	ICASSP	2023	DBLP DOI BibTeX RDF
13	Ulf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström	Conformal Prediction for Accuracy Guarantees in Classification with Reject Option.	MDAI	2023	DBLP DOI BibTeX RDF
13	Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost	Learning calibrated belief functions from conformal predictions.	ISIPTA	2023	DBLP BibTeX RDF
13	Daniele Foffano, Alessio Russo, Alexandre Proutière	Conformal Off-Policy Evaluation in Markov Decision Processes.	CDC	2023	DBLP DOI BibTeX RDF
13	Anish Muthali, Haotian Shen, Sampada Deglurkar, Michael H. Lim, Rebecca Roelofs, Aleksandra Faust, Claire J. Tomlin	Multi-Agent Reachability Calibration with Conformal Prediction.	CDC	2023	DBLP DOI BibTeX RDF
13	Navid Hashemi, Xin Qin, Lars Lindemann, Jyotirmoy V. Deshmukh	Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference.	CDC	2023	DBLP DOI BibTeX RDF
13	Kong Yao Chee, M. Ani Hsieh, George J. Pappas	Uncertainty Quantification for Learning-based MPC using Weighted Conformal Prediction.	CDC	2023	DBLP DOI BibTeX RDF
13	Shuo Yang, George J. Pappas, Rahul Mangharam, Lars Lindemann	Safe Perception-Based Control Under Stochastic Sensor Uncertainty Using Conformal Prediction.	CDC	2023	DBLP DOI BibTeX RDF
13	Sangdon Park 0001, Osbert Bastani, Taesoo Kim	ACon2: Adaptive Conformal Consensus for Provable Blockchain Oracles.	USENIX Security Symposium	2023	DBLP BibTeX RDF
13	Jiadong Chen, Yang Luo, Xiuqi Huang, Fuxin Jiang, Yangguang Shi, Tieying Zhang, Xiaofeng Gao 0001	IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems.	KDD	2023	DBLP DOI BibTeX RDF
13	Alexander S. Millar, John Arnn, Sam Himes, Julio C. Facelli	Uncertainty in Breast Cancer Risk Prediction: A Conformal Prediction Study of Race Stratification.	MedInfo	2023	DBLP DOI BibTeX RDF
13	Minakshmi Shaw, Yogesh Kumar Choukiker, Kala Praveen Bagadi, Satya Kumar Vankayala, Seungil Yoon, Agneya Kumar Singh	Reconfigurable Beam Steering Conformal Array Antenna for 3.5 GHz 5G Applications.	GLOBECOM (Workshops)	2023	DBLP DOI BibTeX RDF
13	Francesca Cairoli, Luca Bortolussi, Nicola Paoletti	Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees.	RV	2023	DBLP DOI BibTeX RDF
13	Oleg Chertov, Ivan Zhuk	Detection of Match-Fixing in Football Matches Using a Conformal Anomaly Detector.	IT&I	2023	DBLP BibTeX RDF
13	Javier Abad Martinez, Umang Bhatt, Adrian Weller, Giovanni Cherubin	Approximating Full Conformal Prediction at Scale via Influence Functions.	AAAI	2023	DBLP DOI BibTeX RDF
13	Subhankar Ghosh, Taha Belkhouja, Yan Yan 0006, Janardhan Rao Doppa	Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis.	AAAI	2023	DBLP DOI BibTeX RDF
13	Holly McQuillan, Elvin Karana	Conformal, Seamless, Sustainable: Multimorphic Textile-forms as a Material-Driven Design Approach for HCI.	CHI	2023	DBLP DOI BibTeX RDF
13	Weijun Xu, Enrico Zio	A General Data-Driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Split Conformal Prediction.	ICSRS	2023	DBLP DOI BibTeX RDF
13	Mohammad H. Behfar, Elina Jansson, Kaisa-Leena Väisänen, Dung Nguyen, Timo Niemirepo, Jari Rekilä, Mikko Hietala, Teemu Alajoki	A Conformal Wearable Multi-Lead ECG Patch: Design for Roll-to-Roll Manufacturing.	BioCAS	2023	DBLP DOI BibTeX RDF
13	Lars Lindemann, Xin Qin, Jyotirmoy V. Deshmukh, George J. Pappas	Conformal Prediction for STL Runtime Verification.	Allerton	2023	DBLP DOI BibTeX RDF
13	Heng Yang, Marco Pavone	Object Pose Estimation with Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation.	CVPR	2023	DBLP DOI BibTeX RDF
13	Qi Zhang, Hongdong Li, Qing Wang 0006	Wide-Angle Rectification via Content-Aware Conformal Mapping.	CVPR	2023	DBLP DOI BibTeX RDF
13	Mohamed M. Farag, Jana Kierdorf, Ribana Roscher	Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
13	Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa	Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
13	Prathamesh Dharangutte, Zongxing Xie, Jie Gao, Elinor Schoenfeld, Yindong Hua, Fan Ye 0003	HeartInsightify: Interpreting Longitudinal Heart Rate Data for Health Insights through Conformal Clustering.	BIBM	2023	DBLP DOI BibTeX RDF
13	Ramneet Kaur, Kaustubh Sridhar, Sangdon Park 0001, Yahan Yang, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee 0001	CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems.	ICCPS	2023	DBLP DOI BibTeX RDF
13	Lars Lindemann, Xin Qin, Jyotirmoy V. Deshmukh, George J. Pappas	Conformal Prediction for STL Runtime Verification.	ICCPS	2023	DBLP DOI BibTeX RDF
13	Angela Vujic, Ashley Martin, Shreyas Nisal, Manaal Mohammed, Pattie Maes	Demonstration of Joie: A Joy-based Brain-Computer Interface (BCI) with Wearable Skin Conformal Polymer Electrodes.	UIST (Adjunct Volume)	2023	DBLP DOI BibTeX RDF
13	Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker	Pitfalls of Conformal Predictions for Medical Image Classification.	UNSURE@MICCAI	2023	DBLP DOI BibTeX RDF
13	Yizhe Zhang 0001, Shuo Wang, Yejia Zhang, Danny Z. Chen	RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification.	UNSURE@MICCAI	2023	DBLP DOI BibTeX RDF
13	Gilad Kutiel, Regev Cohen, Michael Elad, Daniel Freedman, Ehud Rivlin	Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging.	TML4H	2023	DBLP DOI BibTeX RDF
13	Subrahamanian Moosath K. S., T. V. Mahesh	Conformal Submersion with Horizontal Distribution and Geodesics.	GSI (1)	2023	DBLP DOI BibTeX RDF
13	Apoorva Sharma, Sushant Veer, Asher Hancock, Heng Yang, Marco Pavone, Anirudha Majumdar	PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction.	NeurIPS	2023	DBLP BibTeX RDF
13	Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri	Conformal Prediction Sets for Ordinal Classification.	NeurIPS	2023	DBLP BibTeX RDF
13	Andreas Auer, Martin Gauch, Daniel Klotz, Sepp Hochreiter	Conformal Prediction for Time Series with Modern Hopfield Networks.	NeurIPS	2023	DBLP BibTeX RDF
13	Jiankai Sun, Yiqi Jiang, Jianing Qiu, Parth Nobel, Mykel J. Kochenderfer, Mac Schwager	Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model.	NeurIPS	2023	DBLP BibTeX RDF
13	Anastasios Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani	Conformal PID Control for Time Series Prediction.	NeurIPS	2023	DBLP BibTeX RDF
13	Tiffany Ding, Anastasios Angelopoulos, Stephen Bates, Michael I. Jordan, Ryan J. Tibshirani	Class-Conditional Conformal Prediction with Many Classes.	NeurIPS	2023	DBLP BibTeX RDF
13	Ahmed M. Alaa, Zaid Ahmad, Mark J. van der Laan	Conformal Meta-learners for Predictive Inference of Individual Treatment Effects.	NeurIPS	2023	DBLP BibTeX RDF
13	Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun 0001	CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift.	NeurIPS	2023	DBLP BibTeX RDF
13	Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia	Derandomized novelty detection with FDR control via conformal e-values.	NeurIPS	2023	DBLP BibTeX RDF
13	Cosmina Chiujdea, Thami Zeghloul, Sorin Cananau, Mohamed Sofiane Bendilmi, Lucian Dascalescu	Influence of 3D printed surface texturing on the tribo-charging process of polymer slabs in conformal contact.	IAS	2023	DBLP DOI BibTeX RDF
13	Zepu Xi, Hongbo Chen, Xiaoqian Chen, Wen Yao	Conformal Prediction Enhanced SVMs for Swarm Behavior Classification.	IJCNN	2023	DBLP DOI BibTeX RDF
13	Yalong Wang, Jiaheng Wang, Jun Li 0038, Zhihang Wang, Zishu He	A Reduced-Dimension Polarization-Space-Time Adaptive Processing Method for Airborne Conformal Array Radar.	IGARSS	2023	DBLP DOI BibTeX RDF
13	Christopher Jung 0001, Georgy Noarov, Ramya Ramalingam, Aaron Roth 0001	Batch Multivalid Conformal Prediction.	ICLR	2023	DBLP BibTeX RDF
13	Jiaye Teng, Chuan Wen, Dinghuai Zhang, Yoshua Bengio, Yang Gao 0029, Yang Yuan	Predictive Inference with Feature Conformal Prediction.	ICLR	2023	DBLP BibTeX RDF
13	Emmanouil Seferis, Simon Burton 0001, Chih-Hong Cheng	Can Conformal Prediction Obtain Meaningful Safety Guarantees for ML Models?	Tiny Papers @ ICLR	2023	DBLP BibTeX RDF
13	Anushri Dixit, Lars Lindemann, Skylar X. Wei, Matthew Cleaveland, George J. Pappas, Joel W. Burdick	Adaptive Conformal Prediction for Motion Planning among Dynamic Agents.	L4DC	2023	DBLP BibTeX RDF
13	Jacopo Teneggi, Matthew Tivnan, J. Webster Stayman, Jeremias Sulam	How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control.	ICML	2023	DBLP BibTeX RDF
13	Soroush H. Zargarbashi, Simone Antonelli, Aleksandar Bojchevski	Conformal Prediction Sets for Graph Neural Networks.	ICML	2023	DBLP BibTeX RDF
13	Chen Xu, Yao Xie 0002	Sequential Predictive Conformal Inference for Time Series.	ICML	2023	DBLP BibTeX RDF
13	Buddhika Nettasinghe, Samrat Chatterjee, Ramakrishna Tipireddy, Mahantesh M. Halappanavar	Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains.	ICML	2023	DBLP BibTeX RDF
13	Aadyot Bhatnagar, Huan Wang, Caiming Xiong, Yu Bai 0017	Improved Online Conformal Prediction via Strongly Adaptive Online Learning.	ICML	2023	DBLP BibTeX RDF
13	Charles Lu 0001, Yaodong Yu, Sai Praneeth Karimireddy, Michael I. Jordan, Ramesh Raskar	Federated Conformal Predictors for Distributed Uncertainty Quantification.	ICML	2023	DBLP BibTeX RDF
13	Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun 0001	Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control.	ICML	2023	DBLP BibTeX RDF
13	Drew Prinster, Suchi Saria, Anqi Liu	JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift.	ICML	2023	DBLP BibTeX RDF
13	David Salinas, Jacek Golebiowski, Aaron Klein, Matthias W. Seeger, Cédric Archambeau	Optimizing Hyperparameters with Conformal Quantile Regression.	ICML	2023	DBLP BibTeX RDF
13	Vincent Plassier, Mehdi Makni, Aleksandr Rubashevskii, Eric Moulines, Maxim Panov	Conformal Prediction for Federated Uncertainty Quantification Under Label Shift.	ICML	2023	DBLP BibTeX RDF
13	Ziyi Liang, Yanfei Zhou, Matteo Sesia	Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping.	ICML	2023	DBLP BibTeX RDF
13	Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot	One-Shot Federated Conformal Prediction.	ICML	2023	DBLP BibTeX RDF
13	Margaux Zaffran, Aymeric Dieuleveut, Julie Josse, Yaniv Romano	Conformal Prediction with Missing Values.	ICML	2023	DBLP BibTeX RDF
13	Eleni Straitouri, Lequn Wang, Nastaran Okati, Manuel Gomez Rodriguez	Improving Expert Predictions with Conformal Prediction.	ICML	2023	DBLP BibTeX RDF
13	Nabeel Seedat, Alan Jeffares, Fergus Imrie, Mihaela van der Schaar	Improving Adaptive Conformal Prediction Using Self-Supervised Learning.	AISTATS	2023	DBLP BibTeX RDF
13	Yingying Zhang, Chengchun Shi, Shikai Luo	Conformal Off-Policy Prediction.	AISTATS	2023	DBLP BibTeX RDF
13	Rajeev Verma, Daniel Barrejón, Eric T. Nalisnick	Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles.	AISTATS	2023	DBLP BibTeX RDF
13	Samuel Stanton, Wesley J. Maddox, Andrew Gordon Wilson	Bayesian Optimization with Conformal Prediction Sets.	AISTATS	2023	DBLP BibTeX RDF
13	Zhendong Wang, Ruijiang Gao, Mingzhang Yin, Mingyuan Zhou, David M. Blei	Probabilistic Conformal Prediction Using Conditional Random Samples.	AISTATS	2023	DBLP BibTeX RDF
13	Ergun Akleman, Bekir Tevfik Akgün	Conformal Interpolations of Locally Defined Rotation, Scaling, and Translation Operations.	SIU	2023	DBLP DOI BibTeX RDF
13	Charalampos Stoumpos, Thierry Le Gouguec, Rozenn Allanic, Maria Garcia-Vigueras, Sarra Abedrabba, Erwan Fourn, Thomas Merlet, Anne-Charlotte Amiaud	On the Additive Manufacturing of Conformal Slotted Waveguide Antennas.	MOCAST	2023	DBLP DOI BibTeX RDF
13	Shilun Ma, Wei Kang, Yun Xue, Yimin Wen	Semi-supervised Classification on Data Streams with Recurring Concept Drift Based on Conformal Prediction.	ICONIP (15)	2023	DBLP DOI BibTeX RDF
13	Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger	Conformal Nucleus Sampling.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
13	Alberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armananzas	An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer.	COPA	2023	DBLP BibTeX RDF
13	Ilia Nouretdinov, Alex Gammerman	The Venn-ABERS Testing for Change-Point Detection.	COPA	2023	DBLP BibTeX RDF
13		Preface.	COPA	2023	DBLP BibTeX RDF
13	Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost	Self Learning using Venn-Abers predictors.	COPA	2023	DBLP BibTeX RDF
13	Rui Luo 0002, Buddhika Nettasinghe, Vikram Krishnamurthy	Anomalous Edge Detection in Edge Exchangeable Social Network Models.	COPA	2023	DBLP BibTeX RDF
13	Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan	Recommendation Systems with Distribution-Free Reliability Guarantees.	COPA	2023	DBLP BibTeX RDF
13	Rahul Vishwakarma, Mahshid Fardadi, Bing Liu	Variable Sparing of Disk Drives Based on Failure Analysis.	COPA	2023	DBLP BibTeX RDF
13	Drew Prinster, Suchi Saria, Anqi Liu	Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions.	COPA	2023	DBLP BibTeX RDF
13	Mouhcine Mendil, Luca Mossina, David Vigouroux	PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization.	COPA	2023	DBLP BibTeX RDF
13	Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis	Conformalized Adversarial Attack Detection for Graph Neural Networks.	COPA	2023	DBLP BibTeX RDF
13	Nicolò Colombo	On training locally adaptive CP.	COPA	2023	DBLP BibTeX RDF
13	Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström	Confidence Classifiers with Guaranteed Accuracy or Precision.	COPA	2023	DBLP BibTeX RDF
13	Yannis Manolopoulos	Recommendation Systems in Scholarly Publishing.	COPA	2023	DBLP BibTeX RDF